Match schedule variability, not volume, is associated with severe muscle injury in elite football

To determine whether week-to-week schedule variability predicts severe muscle injury in elite football when controlling for absolute workload, and to evaluate this relationship using a time-varying exposure model.

We conducted a retrospective cohort study of 30,097 player-seasons from Europe's top five leagues between 2012 and 2024. Match schedule variability was calculated using a 4-week rolling window for every week of the season. Match schedule variability, defined as the Coefficient of Variation (CV) of weekly match minutes over the same 4-week rolling window; this term is used consistently throughout to refer to this operational measure. We used logistic regression with clustered standard errors to estimate the odds of severe muscle injury (>28 days absence) in the subsequent week, controlling for mean workload, age, position, and time-varying injury history.

Analysis of total volume revealed that rolling match workload was not significantly associated with injury risk (Adjusted OR 1.06, 95% CI 0.99-1.15, p = 0.102). However, schedule variability emerged as an independent risk factor. In multivariable models adjusting for rolling workload, age, position, and prior injury history, a one-standard-deviation increase in 4-week Schedule Variability (CV) was associated with increased odds of severe muscle injury (Adjusted OR 1.08, 95% CI 1.01-1.16, p = 0.02).

Schedule instability is associated with increased injury risk. Injury prevention strategies should consider prioritizing load smoothing over simple volume restriction.